{"id":"W2289792521","doi":"10.1016/j.annepidem.2016.02.004","title":"Emergency response in a global health crisis: epidemiology, ethics, and Ebola application","year":2016,"lang":"en","type":"article","venue":"Annals of Epidemiology","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Public health; Medicine; Epidemiology; Ebola virus; Context (archaeology); Research ethics; Public relations; Engineering ethics; Outbreak; Political science; Nursing; Pathology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06117512,0.0005411349,0.0007530901,0.00234507,0.006458705,0.01032651,0.001576591,0.01204491,0.009572979],"category_scores_gemma":[0.1744815,0.0004551766,0.0005895161,0.001643864,0.01574722,0.01083006,0.007927348,0.01517951,0.0006093897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007006963,"about_ca_system_score_gemma":0.02566207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002984171,"about_ca_topic_score_gemma":0.005673856,"domain_scores_codex":[0.9598584,0.0324572,0.001756263,0.000940649,0.003091074,0.001896459],"domain_scores_gemma":[0.7841182,0.1722205,0.009513208,0.00454674,0.01715921,0.01244213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004818509,0.0008813372,0.04618687,0.002783453,0.0002030647,0.00369428,0.03285985,0.002163889,0.000761594,0.4100892,0.2362215,0.263673],"study_design_scores_gemma":[0.0002060415,0.0005052599,0.03194888,0.01534538,0.0001331041,0.003911049,0.1366931,0.002966086,0.001059056,0.4359842,0.3709594,0.0002884369],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009680468,0.01146539,0.001300719,0.9630409,0.001600266,0.00003556807,0.00003209467,0.00001192473,0.0128326],"genre_scores_gemma":[0.6819001,0.04771549,0.005894614,0.2447715,0.01414746,0.0003179761,0.00007252027,0.00008670439,0.005093706],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06117512,"threshold_uncertainty_score":0.3235288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2836147035448593,"score_gpt":0.558666916848004,"score_spread":0.2750522133031446,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}